imbalanced classification

ExNN-SMOTE: Extended Natural Neighbors Based SMOTE to Deal with Imbalanced Data ACML 2021 Federated Deep AUC Maximization for Hetergeneous Data with a Constant Communication Complexity ICML 2021 IIITN NLP at SMM4H 2021 Tasks: Transformer Models for Classification on Health-Related Imbalanced Twitter Datasets NAACL 2021 Interpretable Minority Synthesis for Imbalanced Classification IJCAI 2021 Label-Imbalanced and Group-Sensitive Classification under Overparameterization NeurIPS 2021 Long-tail learning via logit adjustment ICLR 2021 Positive-Unlabeled Learning from Imbalanced Data IJCAI 2021 Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification EMNLP 2021 Stochastic Optimization of Areas Under Precision-Recall Curves with Provable Convergence NeurIPS 2021 Stochastic Proximal AUC Maximization JMLR 2021 Variational Disentanglement for Rare Event Modeling AAAI 2021 Automatic Detecting for Health-related Twitter Data with BioBERT COLING 2020 Hierarchical Dependency Constrained Averaged One-Dependence Estimators Classifiers for Hierarchical Feature Spaces PGM 2020 LIBRE: Learning Interpretable Boolean Rule Ensembles AISTATS 2020 M2m: Imbalanced Classification via Major-to-Minor Translation CVPR 2020 On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks EMNLP 2020 Posterior Re-calibration for Imbalanced Datasets NeurIPS 2020 Stochastic AUC Maximization with Deep Neural Networks ICLR 2020 Application of an Automatic Plagiarism Detection System in a Large-scale Assessment of English Speaking Proficiency ACL 2019 Class-Balanced Loss Based on Effective Number of Samples CVPR 2019 Focused Anchors Loss: cost-sensitive learning of discriminative features for imbalanced classification ACML 2019 From Cost-Sensitive Classification to Tight F-measure Bounds AISTATS 2019 Large-Scale Long-Tailed Recognition in an Open World CVPR 2019 Iterative Metric Learning for Imbalance Data Classification IJCAI 2018 Stochastic Proximal Algorithms for AUC Maximization ICML 2018